Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 32 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.9 KiB |
| Average record size in memory | 156.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 17 |
| Categorical | 1 |
civil_conflicts is highly correlated with state_intervention and 15 other fields | High correlation |
state_intervention is highly correlated with civil_conflicts and 13 other fields | High correlation |
conflict_between_states is highly correlated with total | High correlation |
total is highly correlated with civil_conflicts and 1 other fields | High correlation |
gni_ger is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_fra is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_ita is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_jpn is highly correlated with civil_conflicts and 13 other fields | High correlation |
gni_can is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_rus is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_usa is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_gbr is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_bra is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_ind is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_mex is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_zaf is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_chn is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_wld is highly correlated with civil_conflicts and 14 other fields | High correlation |
civil_conflicts is highly correlated with gni_ger and 12 other fields | High correlation |
state_intervention is highly correlated with total and 12 other fields | High correlation |
conflict_between_states is highly correlated with total | High correlation |
total is highly correlated with state_intervention and 1 other fields | High correlation |
gni_ger is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_fra is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_ita is highly correlated with civil_conflicts and 13 other fields | High correlation |
gni_jpn is highly correlated with civil_conflicts and 13 other fields | High correlation |
gni_can is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_rus is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_usa is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_gbr is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_bra is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_ind is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_mex is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_zaf is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_chn is highly correlated with state_intervention and 13 other fields | High correlation |
gni_wld is highly correlated with civil_conflicts and 14 other fields | High correlation |
civil_conflicts is highly correlated with gni_can and 6 other fields | High correlation |
state_intervention is highly correlated with gni_ger and 8 other fields | High correlation |
gni_ger is highly correlated with state_intervention and 13 other fields | High correlation |
gni_fra is highly correlated with gni_ger and 12 other fields | High correlation |
gni_ita is highly correlated with gni_ger and 12 other fields | High correlation |
gni_jpn is highly correlated with gni_ger and 9 other fields | High correlation |
gni_can is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_rus is highly correlated with gni_ger and 10 other fields | High correlation |
gni_usa is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_gbr is highly correlated with civil_conflicts and 12 other fields | High correlation |
gni_bra is highly correlated with state_intervention and 13 other fields | High correlation |
gni_ind is highly correlated with civil_conflicts and 13 other fields | High correlation |
gni_mex is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_zaf is highly correlated with gni_ger and 12 other fields | High correlation |
gni_chn is highly correlated with civil_conflicts and 14 other fields | High correlation |
gni_wld is highly correlated with civil_conflicts and 14 other fields | High correlation |
year is highly correlated with civil_conflicts and 17 other fields | High correlation |
civil_conflicts is highly correlated with year and 4 other fields | High correlation |
state_intervention is highly correlated with year and 9 other fields | High correlation |
conflict_between_states is highly correlated with year and 5 other fields | High correlation |
total is highly correlated with year and 7 other fields | High correlation |
gni_ger is highly correlated with year and 13 other fields | High correlation |
gni_fra is highly correlated with year and 14 other fields | High correlation |
gni_ita is highly correlated with year and 9 other fields | High correlation |
gni_jpn is highly correlated with year and 7 other fields | High correlation |
gni_can is highly correlated with year and 12 other fields | High correlation |
gni_rus is highly correlated with year and 12 other fields | High correlation |
gni_usa is highly correlated with year and 16 other fields | High correlation |
gni_gbr is highly correlated with year and 11 other fields | High correlation |
gni_bra is highly correlated with year and 14 other fields | High correlation |
gni_ind is highly correlated with year and 15 other fields | High correlation |
gni_mex is highly correlated with year and 13 other fields | High correlation |
gni_zaf is highly correlated with year and 14 other fields | High correlation |
gni_chn is highly correlated with year and 13 other fields | High correlation |
gni_wld is highly correlated with year and 14 other fields | High correlation |
year has unique values | Unique |
gni_ger has unique values | Unique |
gni_fra has unique values | Unique |
gni_ita has unique values | Unique |
gni_jpn has unique values | Unique |
gni_can has unique values | Unique |
gni_rus has unique values | Unique |
gni_usa has unique values | Unique |
gni_gbr has unique values | Unique |
gni_bra has unique values | Unique |
gni_ind has unique values | Unique |
gni_mex has unique values | Unique |
gni_zaf has unique values | Unique |
gni_chn has unique values | Unique |
gni_wld has unique values | Unique |
Reproduction
| Analysis started | 2022-07-04 11:41:32.511837 |
|---|---|
| Analysis finished | 2022-07-04 11:42:03.409054 |
| Duration | 30.9 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 384.0 B |
| Minimum | 1970-01-01 00:00:00.000001 |
|---|---|
| Maximum | 1970-01-01 00:00:00.000002 |
civil_conflicts
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 15 |
|---|---|
| Distinct (%) | 46.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.21875 |
| Minimum | 23 |
|---|---|
| Maximum | 48 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 23 |
|---|---|
| 5-th percentile | 25.2 |
| Q1 | 28 |
| median | 31 |
| Q3 | 34.25 |
| 95-th percentile | 44.9 |
| Maximum | 48 |
| Range | 25 |
| Interquartile range (IQR) | 6.25 |
Descriptive statistics
| Standard deviation | 6.121007586 |
|---|---|
| Coefficient of variation (CV) | 0.1899827767 |
| Kurtosis | 1.045391895 |
| Mean | 32.21875 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.153251821 |
| Sum | 1031 |
| Variance | 37.46673387 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 32 | 4 | |
| 28 | 4 | |
| 29 | 3 | |
| 27 | 3 | |
| 31 | 3 | |
| 30 | 3 | |
| 44 | 2 | 6.2% |
| 37 | 2 | 6.2% |
| 23 | 2 | 6.2% |
| 33 | 1 | 3.1% |
| Other values (5) | 5 |
| Value | Count | Frequency (%) |
| 23 | 2 | |
| 27 | 3 | |
| 28 | 4 | |
| 29 | 3 | |
| 30 | 3 | |
| 31 | 3 | |
| 32 | 4 | |
| 33 | 1 | 3.1% |
| 34 | 1 | 3.1% |
| 35 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 48 | 1 | 3.1% |
| 46 | 1 | 3.1% |
| 44 | 2 | |
| 37 | 2 | |
| 36 | 1 | 3.1% |
| 35 | 1 | 3.1% |
| 34 | 1 | 3.1% |
| 33 | 1 | 3.1% |
| 32 | 4 | |
| 31 | 3 |
state_intervention
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 14 |
|---|---|
| Distinct (%) | 43.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.25 |
| Minimum | 2 |
|---|---|
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 5.5 |
| Q3 | 9 |
| 95-th percentile | 22.8 |
| Maximum | 25 |
| Range | 23 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 6.900210375 |
|---|---|
| Coefficient of variation (CV) | 0.8363891364 |
| Kurtosis | 0.755369208 |
| Mean | 8.25 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 1.413726976 |
| Sum | 264 |
| Variance | 47.61290323 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 5 | |
| 5 | 4 | |
| 3 | 4 | |
| 2 | 3 | |
| 6 | 3 | |
| 7 | 3 | |
| 9 | 2 | 6.2% |
| 25 | 2 | 6.2% |
| 8 | 1 | 3.1% |
| 13 | 1 | 3.1% |
| Other values (4) | 4 |
| Value | Count | Frequency (%) |
| 2 | 3 | |
| 3 | 4 | |
| 4 | 5 | |
| 5 | 4 | |
| 6 | 3 | |
| 7 | 3 | |
| 8 | 1 | 3.1% |
| 9 | 2 | 6.2% |
| 13 | 1 | 3.1% |
| 18 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 25 | 2 | |
| 21 | 1 | 3.1% |
| 20 | 1 | 3.1% |
| 19 | 1 | 3.1% |
| 18 | 1 | 3.1% |
| 13 | 1 | 3.1% |
| 9 | 2 | |
| 8 | 1 | 3.1% |
| 7 | 3 | |
| 6 | 3 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 384.0 B |
| 2 | |
|---|---|
| 1 | |
| 0 | |
| 3 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 32 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 3.1% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 12 | |
| 1 | 10 | |
| 0 | 9 | |
| 3 | 1 | 3.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 2 | 12 | |
| 1 | 10 | |
| 0 | 9 | |
| 3 | 1 | 3.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 12 | |
| 1 | 10 | |
| 0 | 9 | |
| 3 | 1 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 32 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 12 | |
| 1 | 10 | |
| 0 | 9 | |
| 3 | 1 | 3.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 12 | |
| 1 | 10 | |
| 0 | 9 | |
| 3 | 1 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 12 | |
| 1 | 10 | |
| 0 | 9 | |
| 3 | 1 | 3.1% |
| Distinct | 19 |
|---|---|
| Distinct (%) | 59.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.625 |
| Minimum | 31 |
|---|---|
| Maximum | 56 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 31 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 35.75 |
| median | 40 |
| Q3 | 49 |
| 95-th percentile | 54.45 |
| Maximum | 56 |
| Range | 25 |
| Interquartile range (IQR) | 13.25 |
Descriptive statistics
| Standard deviation | 7.732420228 |
|---|---|
| Coefficient of variation (CV) | 0.1857638493 |
| Kurtosis | -1.076805083 |
| Mean | 41.625 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.4612043776 |
| Sum | 1332 |
| Variance | 59.79032258 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 5 | |
| 33 | 4 | |
| 38 | 3 | 9.4% |
| 52 | 3 | 9.4% |
| 49 | 2 | 6.2% |
| 32 | 2 | 6.2% |
| 41 | 1 | 3.1% |
| 39 | 1 | 3.1% |
| 48 | 1 | 3.1% |
| 43 | 1 | 3.1% |
| Other values (9) | 9 |
| Value | Count | Frequency (%) |
| 31 | 1 | 3.1% |
| 32 | 2 | 6.2% |
| 33 | 4 | |
| 35 | 1 | 3.1% |
| 36 | 1 | 3.1% |
| 37 | 1 | 3.1% |
| 38 | 3 | |
| 39 | 1 | 3.1% |
| 40 | 5 | |
| 41 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 56 | 1 | 3.1% |
| 55 | 1 | 3.1% |
| 54 | 1 | 3.1% |
| 52 | 3 | |
| 51 | 1 | 3.1% |
| 49 | 2 | |
| 48 | 1 | 3.1% |
| 43 | 1 | 3.1% |
| 42 | 1 | 3.1% |
| 41 | 1 | 3.1% |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.894975162 × 1012 |
| Minimum | 1.414249684 × 1012 |
|---|---|
| Maximum | 4.105202181 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 1.414249684 × 1012 |
|---|---|
| 5-th percentile | 1.837597572 × 1012 |
| Q1 | 2.169307755 × 1012 |
| median | 2.850861546 × 1012 |
| Q3 | 3.65352646 × 1012 |
| 95-th percentile | 3.988334131 × 1012 |
| Maximum | 4.105202181 × 1012 |
| Range | 2.690952497 × 1012 |
| Interquartile range (IQR) | 1.484218705 × 1012 |
Descriptive statistics
| Standard deviation | 8.265878808 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.2855250337 |
| Kurtosis | -1.529191 |
| Mean | 2.894975162 × 1012 |
| Median Absolute Deviation (MAD) | 7.369139402 × 1011 |
| Skewness | -0.02710052998 |
| Sum | 9.263920519 × 1013 |
| Variance | 6.832475247 × 1023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.414249684 × 1012 | 1 | 3.1% |
| 1.790871643 × 1012 | 1 | 3.1% |
| 4.014394172 × 1012 | 1 | 3.1% |
| 4.105202181 × 1012 | 1 | 3.1% |
| 3.778789184 × 1012 | 1 | 3.1% |
| 3.555930678 × 1012 | 1 | 3.1% |
| 3.434101057 × 1012 | 1 | 3.1% |
| 3.967012279 × 1012 | 1 | 3.1% |
| 3.820263806 × 1012 | 1 | 3.1% |
| 3.611772219 × 1012 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 1.414249684 × 1012 | 1 | |
| 1.790871643 × 1012 | 1 | |
| 1.875827877 × 1012 | 1 | |
| 1.932123667 × 1012 | 1 | |
| 1.937024252 × 1012 | 1 | |
| 2.056434684 × 1012 | 1 | |
| 2.074905675 × 1012 | 1 | |
| 2.137944338 × 1012 | 1 | |
| 2.179762228 × 1012 | 1 | |
| 2.204518755 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 4.105202181 × 1012 | 1 | |
| 4.014394172 × 1012 | 1 | |
| 3.967012279 × 1012 | 1 | |
| 3.953466259 × 1012 | 1 | |
| 3.845325105 × 1012 | 1 | |
| 3.820263806 × 1012 | 1 | |
| 3.780819607 × 1012 | 1 | |
| 3.778789184 × 1012 | 1 | |
| 3.611772219 × 1012 | 1 | |
| 3.555930678 × 1012 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.094296816 × 1012 |
| Minimum | 1.029131195 × 1012 |
|---|---|
| Maximum | 2.994136039 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 1.029131195 × 1012 |
|---|---|
| 5-th percentile | 1.273150009 × 1012 |
| Q1 | 1.454647662 × 1012 |
| median | 2.191771058 × 1012 |
| Q3 | 2.720668068 × 1012 |
| 95-th percentile | 2.928423213 × 1012 |
| Maximum | 2.994136039 × 1012 |
| Range | 1.965004844 × 1012 |
| Interquartile range (IQR) | 1.266020407 × 1012 |
Descriptive statistics
| Standard deviation | 6.594464194 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.3148772487 |
| Kurtosis | -1.74673319 |
| Mean | 2.094296816 × 1012 |
| Median Absolute Deviation (MAD) | 6.663648566 × 1011 |
| Skewness | -0.05237966676 |
| Sum | 6.70174981 × 1013 |
| Variance | 4.3486958 × 1023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.029131195 × 1012 | 1 | 3.1% |
| 1.273598362 × 1012 | 1 | 3.1% |
| 2.787416525 × 1012 | 1 | 3.1% |
| 2.855661376 × 1012 | 1 | 3.1% |
| 2.653805222 × 1012 | 1 | 3.1% |
| 2.525276586 × 1012 | 1 | 3.1% |
| 2.491864987 × 1012 | 1 | 3.1% |
| 2.917864654 × 1012 | 1 | 3.1% |
| 2.874860245 × 1012 | 1 | 3.1% |
| 2.7423493 × 1012 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 1.029131195 × 1012 | 1 | |
| 1.272602023 × 1012 | 1 | |
| 1.273598362 × 1012 | 1 | |
| 1.329198517 × 1012 | 1 | |
| 1.387213403 × 1012 | 1 | |
| 1.398516068 × 1012 | 1 | |
| 1.402495833 × 1012 | 1 | |
| 1.406931846 × 1012 | 1 | |
| 1.470552933 × 1012 | 1 | |
| 1.517047281 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 2.994136039 × 1012 | 1 | |
| 2.941328117 × 1012 | 1 | |
| 2.917864654 × 1012 | 1 | |
| 2.874860245 × 1012 | 1 | |
| 2.855661376 × 1012 | 1 | |
| 2.787416525 × 1012 | 1 | |
| 2.763004002 × 1012 | 1 | |
| 2.7423493 × 1012 | 1 | |
| 2.713440991 × 1012 | 1 | |
| 2.706418758 × 1012 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.658543383 × 1012 |
| Minimum | 9.240833714 × 1011 |
|---|---|
| Maximum | 2.386641522 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 9.240833714 × 1011 |
|---|---|
| 5-th percentile | 1.067642775 × 1012 |
| Q1 | 1.234257891 × 1012 |
| median | 1.8137474 × 1012 |
| Q3 | 2.09206409 × 1012 |
| 95-th percentile | 2.248281147 × 1012 |
| Maximum | 2.386641522 × 1012 |
| Range | 1.462558151 × 1012 |
| Interquartile range (IQR) | 8.578061994 × 1011 |
Descriptive statistics
| Standard deviation | 4.579825512 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.2761354065 |
| Kurtosis | -1.6464723 |
| Mean | 1.658543383 × 1012 |
| Median Absolute Deviation (MAD) | 4.382527063 × 1011 |
| Skewness | -0.04130784562 |
| Sum | 5.307338825 × 1013 |
| Variance | 2.097480172 × 1023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.240833714 × 1011 | 1 | 3.1% |
| 1.166755021 × 1012 | 1 | 3.1% |
| 2.02831754 × 1012 | 1 | 3.1% |
| 2.11503662 × 1012 | 1 | 3.1% |
| 1.9727349 × 1012 | 1 | 3.1% |
| 1.882461088 × 1012 | 1 | 3.1% |
| 1.823940556 × 1012 | 1 | 3.1% |
| 2.162198396 × 1012 | 1 | 3.1% |
| 2.138212004 × 1012 | 1 | 3.1% |
| 2.08440658 × 1012 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 9.240833714 × 1011 | 1 | |
| 1.049906465 × 1012 | 1 | |
| 1.082154302 × 1012 | 1 | |
| 1.14229934 × 1012 | 1 | |
| 1.160406751 × 1012 | 1 | |
| 1.164448342 × 1012 | 1 | |
| 1.166755021 × 1012 | 1 | |
| 1.228446298 × 1012 | 1 | |
| 1.236195089 × 1012 | 1 | |
| 1.250007311 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 2.386641522 × 1012 | 1 | |
| 2.289189704 × 1012 | 1 | |
| 2.21481051 × 1012 | 1 | |
| 2.198543925 × 1012 | 1 | |
| 2.162198396 × 1012 | 1 | |
| 2.138212004 × 1012 | 1 | |
| 2.131574091 × 1012 | 1 | |
| 2.11503662 × 1012 | 1 | |
| 2.08440658 × 1012 | 1 | |
| 2.02831754 × 1012 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.861832334 × 1012 |
| Minimum | 3.078857299 × 1012 |
|---|---|
| Maximum | 6.445536591 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 3.078857299 × 1012 |
|---|---|
| 5-th percentile | 3.406052584 × 1012 |
| Q1 | 4.53700553 × 1012 |
| median | 4.985164511 × 1012 |
| Q3 | 5.233939506 × 1012 |
| 95-th percentile | 6.138341002 × 1012 |
| Maximum | 6.445536591 × 1012 |
| Range | 3.366679292 × 1012 |
| Interquartile range (IQR) | 6.969339759 × 1011 |
Descriptive statistics
| Standard deviation | 7.637189452 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.1570845913 |
| Kurtosis | 0.8413631088 |
| Mean | 4.861832334 × 1012 |
| Median Absolute Deviation (MAD) | 3.789870868 × 1011 |
| Skewness | -0.3278592422 |
| Sum | 1.555786347 × 1014 |
| Variance | 5.832666273 × 1023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.078857299 × 1012 | 1 | 3.1% |
| 3.156842378 × 1012 | 1 | 3.1% |
| 5.323445359 × 1012 | 1 | 3.1% |
| 5.230631861 × 1012 | 1 | 3.1% |
| 5.113251597 × 1012 | 1 | 3.1% |
| 5.177794688 × 1012 | 1 | 3.1% |
| 4.619771169 × 1012 | 1 | 3.1% |
| 5.079021305 × 1012 | 1 | 3.1% |
| 5.391605624 × 1012 | 1 | 3.1% |
| 6.445536591 × 1012 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 3.078857299 × 1012 | 1 | |
| 3.156842378 × 1012 | 1 | |
| 3.609951844 × 1012 | 1 | |
| 3.942653569 × 1012 | 1 | |
| 4.148975634 × 1012 | 1 | |
| 4.243893355 × 1012 | 1 | |
| 4.442724323 × 1012 | 1 | |
| 4.493789445 × 1012 | 1 | |
| 4.551410891 × 1012 | 1 | |
| 4.592583679 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 6.445536591 × 1012 | 1 | |
| 6.414396892 × 1012 | 1 | |
| 5.912477091 × 1012 | 1 | |
| 5.592682725 × 1012 | 1 | |
| 5.422436227 × 1012 | 1 | |
| 5.391605624 × 1012 | 1 | |
| 5.323445359 × 1012 | 1 | |
| 5.243862441 × 1012 | 1 | |
| 5.230631861 × 1012 | 1 | |
| 5.22288721 × 1012 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.118478607 × 1012 |
| Minimum | 5.477094595 × 1011 |
|---|---|
| Maximum | 1.818471076 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 5.477094595 × 1011 |
|---|---|
| 5-th percentile | 5.592823141 × 1011 |
| Q1 | 6.119200748 × 1011 |
| median | 1.076851242 × 1012 |
| Q3 | 1.595797135 × 1012 |
| 95-th percentile | 1.78527863 × 1012 |
| Maximum | 1.818471076 × 1012 |
| Range | 1.270761616 × 1012 |
| Interquartile range (IQR) | 9.838770607 × 1011 |
Descriptive statistics
| Standard deviation | 4.922787727 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.4401324885 |
| Kurtosis | -1.800302009 |
| Mean | 1.118478607 × 1012 |
| Median Absolute Deviation (MAD) | 4.759090595 × 1011 |
| Skewness | 0.1176319613 |
| Sum | 3.579131542 × 1013 |
| Variance | 2.4233839 × 1023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.477094595 × 1011 | 1 | 3.1% |
| 5.746271855 × 1011 | 1 | 3.1% |
| 1.719638539 × 1012 | 1 | 3.1% |
| 1.695996609 × 1012 | 1 | 3.1% |
| 1.628291572 × 1012 | 1 | 3.1% |
| 1.509327937 × 1012 | 1 | 3.1% |
| 1.532663548 × 1012 | 1 | 3.1% |
| 1.776572161 × 1012 | 1 | 3.1% |
| 1.818471076 × 1012 | 1 | 3.1% |
| 1.79591987 × 1012 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 5.477094595 × 1011 | 1 | |
| 5.591725249 × 1011 | 1 | |
| 5.593721417 × 1011 | 1 | |
| 5.730801688 × 1011 | 1 | |
| 5.746271855 × 1011 | 1 | |
| 5.850867094 × 1011 | 1 | |
| 5.92228332 × 1011 | 1 | |
| 6.096560323 × 1011 | 1 | |
| 6.126747556 × 1011 | 1 | |
| 6.346908855 × 1011 | 1 |
| Value | Count | Frequency (%) |
| 1.818471076 × 1012 | 1 | |
| 1.79591987 × 1012 | 1 | |
| 1.776572161 × 1012 | 1 | |
| 1.759453773 × 1012 | 1 | |
| 1.719638539 × 1012 | 1 | |
| 1.695996609 × 1012 | 1 | |
| 1.628291572 × 1012 | 1 | |
| 1.627048915 × 1012 | 1 | |
| 1.585379876 × 1012 | 1 | |
| 1.532663548 × 1012 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.600677326 × 1011 |
| Minimum | 1.881912284 × 1011 |
|---|---|
| Maximum | 2.212868847 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 1.881912284 × 1011 |
|---|---|
| 5-th percentile | 2.563793218 × 1011 |
| Q1 | 3.95487341 × 1011 |
| median | 6.618680994 × 1011 |
| Q3 | 1.491396098 × 1012 |
| 95-th percentile | 2.058489609 × 1012 |
| Maximum | 2.212868847 × 1012 |
| Range | 2.024677618 × 1012 |
| Interquartile range (IQR) | 1.095908757 × 1012 |
Descriptive statistics
| Standard deviation | 6.454446507 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.6722907445 |
| Kurtosis | -1.176948778 |
| Mean | 9.600677326 × 1011 |
| Median Absolute Deviation (MAD) | 4.057983848 × 1011 |
| Skewness | 0.5165174748 |
| Sum | 3.072216744 × 1013 |
| Variance | 4.165987971 × 1023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.065885684 × 1011 | 1 | 3.1% |
| 5.157807257 × 1011 | 1 | 3.1% |
| 1.639593354 × 1012 | 1 | 3.1% |
| 1.616937756 × 1012 | 1 | 3.1% |
| 1.532146087 × 1012 | 1 | 3.1% |
| 1.241290379 × 1012 | 1 | 3.1% |
| 1.325732263 × 1012 | 1 | 3.1% |
| 1.991279765 × 1012 | 1 | 3.1% |
| 2.212868847 × 1012 | 1 | 3.1% |
| 2.140634974 × 1012 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 1.881912284 × 1011 | 1 | |
| 2.529736422 × 1011 | 1 | |
| 2.591657869 × 1011 | 1 | |
| 3.023639706 × 1011 | 1 | |
| 3.388874944 × 1011 | 1 | |
| 3.862903907 × 1011 | 1 | |
| 3.921655857 × 1011 | 1 | |
| 3.932373012 × 1011 | 1 | |
| 3.962373542 × 1011 | 1 | |
| 4.171770707 × 1011 | 1 |
| Value | Count | Frequency (%) |
| 2.212868847 × 1012 | 1 | |
| 2.140634974 × 1012 | 1 | |
| 1.991279765 × 1012 | 1 | |
| 1.985526208 × 1012 | 1 | |
| 1.639593354 × 1012 | 1 | |
| 1.616937756 × 1012 | 1 | |
| 1.614363888 × 1012 | 1 | |
| 1.532146087 × 1012 | 1 | |
| 1.477812768 × 1012 | 1 | |
| 1.453317165 × 1012 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.288687662 × 1013 |
| Minimum | 5.598381 × 1012 |
|---|---|
| Maximum | 2.170865 × 1013 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 5.598381 × 1012 |
|---|---|
| 5-th percentile | 6.009243 × 1012 |
| Q1 | 8.45342775 × 1012 |
| median | 1.27420795 × 1013 |
| Q3 | 1.6803779 × 1013 |
| 95-th percentile | 2.109971455 × 1013 |
| Maximum | 2.170865 × 1013 |
| Range | 1.6110269 × 1013 |
| Interquartile range (IQR) | 8.35035125 × 1012 |
Descriptive statistics
| Standard deviation | 5.040956735 × 1012 |
|---|---|
| Coefficient of variation (CV) | 0.3911697832 |
| Kurtosis | -1.179244013 |
| Mean | 1.288687662 × 1013 |
| Median Absolute Deviation (MAD) | 4.2995315 × 1012 |
| Skewness | 0.1888959459 |
| Sum | 4.12380052 × 1014 |
| Variance | 2.541124481 × 1025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.598381 × 1012 | 1 | 3.1% |
| 5.90229 × 1012 | 1 | 3.1% |
| 2.170865 × 1013 | 1 | 3.1% |
| 2.0946778 × 1013 | 1 | 3.1% |
| 1.9893073 × 1013 | 1 | 3.1% |
| 1.9020479 × 1013 | 1 | 3.1% |
| 1.866091 × 1013 | 1 | 3.1% |
| 1.8043094 × 1013 | 1 | 3.1% |
| 1.7188331 × 1013 | 1 | 3.1% |
| 1.6675595 × 1013 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 5.598381 × 1012 | 1 | |
| 5.90229 × 1012 | 1 | |
| 6.09675 × 1012 | 1 | |
| 6.435469 × 1012 | 1 | |
| 6.733768 × 1012 | 1 | |
| 7.170251 × 1012 | 1 | |
| 7.574691 × 1012 | 1 | |
| 8.045907 × 1012 | 1 | |
| 8.589268 × 1012 | 1 | |
| 9.135464 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 2.170865 × 1013 | 1 | |
| 2.1286637 × 1013 | 1 | |
| 2.0946778 × 1013 | 1 | |
| 1.9893073 × 1013 | 1 | |
| 1.9020479 × 1013 | 1 | |
| 1.866091 × 1013 | 1 | |
| 1.8043094 × 1013 | 1 | |
| 1.7188331 × 1013 | 1 | |
| 1.6675595 × 1013 | 1 | |
| 1.5849978 × 1013 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.124018465 × 1012 |
| Minimum | 9.518875474 × 1011 |
|---|---|
| Maximum | 3.09115046 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 9.518875474 × 1011 |
|---|---|
| 5-th percentile | 1.108222766 × 1012 |
| Q1 | 1.49585018 × 1012 |
| median | 2.426908917 × 1012 |
| Q3 | 2.720238901 × 1012 |
| 95-th percentile | 2.961364592 × 1012 |
| Maximum | 3.09115046 × 1012 |
| Range | 2.139262913 × 1012 |
| Interquartile range (IQR) | 1.224388721 × 1012 |
Descriptive statistics
| Standard deviation | 7.049562613 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.331897426 |
| Kurtosis | -1.568681049 |
| Mean | 2.124018465 × 1012 |
| Median Absolute Deviation (MAD) | 5.400803355 × 1011 |
| Skewness | -0.275242605 |
| Sum | 6.796859088 × 1013 |
| Variance | 4.969633304 × 1023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.518875474 × 1011 | 1 | 3.1% |
| 1.116245414 × 1012 | 1 | 3.1% |
| 2.862006504 × 1012 | 1 | 3.1% |
| 2.860062056 × 1012 | 1 | 3.1% |
| 2.664014258 × 1012 | 1 | 3.1% |
| 2.654615868 × 1012 | 1 | 3.1% |
| 2.886069892 × 1012 | 1 | 3.1% |
| 3.023235858 × 1012 | 1 | 3.1% |
| 2.746456576 × 1012 | 1 | 3.1% |
| 2.69110987 × 1012 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 9.518875474 × 1011 | 1 | |
| 1.098417308 × 1012 | 1 | |
| 1.116245414 × 1012 | 1 | |
| 1.169938034 × 1012 | 1 | |
| 1.199798307 × 1012 | 1 | |
| 1.221728958 × 1012 | 1 | |
| 1.304551338 × 1012 | 1 | |
| 1.373976732 × 1012 | 1 | |
| 1.536474663 × 1012 | 1 | |
| 1.655531884 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 3.09115046 × 1012 | 1 | |
| 3.023235858 × 1012 | 1 | |
| 2.910742647 × 1012 | 1 | |
| 2.886069892 × 1012 | 1 | |
| 2.862006504 × 1012 | 1 | |
| 2.860062056 × 1012 | 1 | |
| 2.746456576 × 1012 | 1 | |
| 2.723174555 × 1012 | 1 | |
| 2.71926035 × 1012 | 1 | |
| 2.69110987 × 1012 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.193270155 × 1012 |
| Minimum | 3.219970471 × 1011 |
|---|---|
| Maximum | 2.546425812 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 3.219970471 × 1011 |
|---|---|
| 5-th percentile | 3.483504856 × 1011 |
| Q1 | 5.405320747 × 1011 |
| median | 8.67355989 × 1011 |
| Q3 | 1.777211765 × 1012 |
| 95-th percentile | 2.419540482 × 1012 |
| Maximum | 2.546425812 × 1012 |
| Range | 2.224428765 × 1012 |
| Interquartile range (IQR) | 1.236679691 × 1012 |
Descriptive statistics
| Standard deviation | 7.364792935 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.6171940949 |
| Kurtosis | -1.228555528 |
| Mean | 1.193270155 × 1012 |
| Median Absolute Deviation (MAD) | 5.04835205 × 1011 |
| Skewness | 0.4702997394 |
| Sum | 3.818464497 × 1013 |
| Variance | 5.424017498 × 1023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.657118395 × 1011 | 1 | 3.1% |
| 3.803390364 × 1011 | 1 | 3.1% |
| 1.816016547 × 1012 | 1 | 3.1% |
| 1.858109689 × 1012 | 1 | 3.1% |
| 2.02034506 × 1012 | 1 | 3.1% |
| 1.754150399 × 1012 | 1 | 3.1% |
| 1.764276838 × 1012 | 1 | 3.1% |
| 2.406617082 × 1012 | 1 | 3.1% |
| 2.435335749 × 1012 | 1 | 3.1% |
| 2.401351848 × 1012 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 3.219970471 × 1011 | 1 | |
| 3.349314111 × 1011 | 1 | |
| 3.593297284 × 1011 | 1 | |
| 3.657118395 × 1011 | 1 | |
| 3.803390364 × 1011 | 1 | |
| 4.92077235 × 1011 | 1 | |
| 5.166077625 × 1011 | 1 | |
| 5.400986896 × 1011 | 1 | |
| 5.406765364 × 1011 | 1 | |
| 5.811609708 × 1011 | 1 |
| Value | Count | Frequency (%) |
| 2.546425812 × 1012 | 1 | |
| 2.435335749 × 1012 | 1 | |
| 2.406617082 × 1012 | 1 | |
| 2.401351848 × 1012 | 1 | |
| 2.138593266 × 1012 | 1 | |
| 2.02034506 × 1012 | 1 | |
| 1.858109689 × 1012 | 1 | |
| 1.816016547 × 1012 | 1 | |
| 1.764276838 × 1012 | 1 | |
| 1.754150399 × 1012 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.131755513 × 1012 |
| Minimum | 2.659954009 × 1011 |
|---|---|
| Maximum | 2.804313596 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 2.659954009 × 1011 |
|---|---|
| 5-th percentile | 2.800396626 × 1011 |
| Q1 | 4.065385461 × 1011 |
| median | 7.59325783 × 1011 |
| Q3 | 1.813664422 × 1012 |
| 95-th percentile | 2.650764558 × 1012 |
| Maximum | 2.804313596 × 1012 |
| Range | 2.538318195 × 1012 |
| Interquartile range (IQR) | 1.407125876 × 1012 |
Descriptive statistics
| Standard deviation | 8.617779525 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.7614524008 |
| Kurtosis | -1.026175239 |
| Mean | 1.131755513 × 1012 |
| Median Absolute Deviation (MAD) | 4.595188862 × 1011 |
| Skewness | 0.6738955527 |
| Sum | 3.621617642 × 1013 |
| Variance | 7.426612395 × 1023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.926028745 × 1011 | 1 | 3.1% |
| 3.167753325 × 1011 | 1 | 3.1% |
| 2.804313596 × 1012 | 1 | 3.1% |
| 2.673994353 × 1012 | 1 | 3.1% |
| 2.622799775 × 1012 | 1 | 3.1% |
| 2.247940124 × 1012 | 1 | 3.1% |
| 2.079182326 × 1012 | 1 | 3.1% |
| 2.015015377 × 1012 | 1 | 3.1% |
| 1.833601557 × 1012 | 1 | 3.1% |
| 1.806177662 × 1012 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 2.659954009 × 1011 | 1 | |
| 2.754445103 × 1011 | 1 | |
| 2.837993328 × 1011 | 1 | |
| 2.926028745 × 1011 | 1 | |
| 3.167753325 × 1011 | 1 | |
| 3.231087178 × 1011 | 1 | |
| 3.562523312 × 1011 | 1 | |
| 3.89212067 × 1011 | 1 | |
| 4.123140391 × 1011 | 1 | |
| 4.17792938 × 1011 | 1 |
| Value | Count | Frequency (%) |
| 2.804313596 × 1012 | 1 | |
| 2.673994353 × 1012 | 1 | |
| 2.631758362 × 1012 | 1 | |
| 2.622799775 × 1012 | 1 | |
| 2.247940124 × 1012 | 1 | |
| 2.079182326 × 1012 | 1 | |
| 2.015015377 × 1012 | 1 | |
| 1.833601557 × 1012 | 1 | |
| 1.80701871 × 1012 | 1 | |
| 1.806177662 × 1012 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.022802641 × 1011 |
| Minimum | 2.130984487 × 1011 |
|---|---|
| Maximum | 1.283058447 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 2.130984487 × 1011 |
|---|---|
| 5-th percentile | 2.811765576 × 1011 |
| Q1 | 5.070346289 × 1011 |
| median | 8.148756312 × 1011 |
| Q3 | 1.102955008 × 1012 |
| 95-th percentile | 1.234747279 × 1012 |
| Maximum | 1.283058447 × 1012 |
| Range | 1.069959999 × 1012 |
| Interquartile range (IQR) | 5.959203794 × 1011 |
Descriptive statistics
| Standard deviation | 3.364702429 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.4193923968 |
| Kurtosis | -1.332674286 |
| Mean | 8.022802641 × 1011 |
| Median Absolute Deviation (MAD) | 3.079073512 × 1011 |
| Skewness | -0.2490834394 |
| Sum | 2.567296845 × 1013 |
| Variance | 1.132122243 × 1023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.130984487 × 1011 | 1 | 3.1% |
| 2.526276748 × 1011 | 1 | 3.1% |
| 1.232604423 × 1012 | 1 | 3.1% |
| 1.189348943 × 1012 | 1 | 3.1% |
| 1.128823076 × 1012 | 1 | 3.1% |
| 1.049583161 × 1012 | 1 | 3.1% |
| 1.141602673 × 1012 | 1 | 3.1% |
| 1.283058447 × 1012 | 1 | 3.1% |
| 1.237366326 × 1012 | 1 | 3.1% |
| 1.1778852 × 1012 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 2.130984487 × 1011 | 1 | |
| 2.526276748 × 1011 | 1 | |
| 3.045347345 × 1011 | 1 | |
| 3.467154056 × 1011 | 1 | |
| 3.535627492 × 1011 | 1 | |
| 3.969917809 × 1011 | 1 | |
| 4.876112449 × 1011 | 1 | |
| 4.891133939 × 1011 | 1 | |
| 5.130083739 × 1011 | 1 | |
| 5.151570508 × 1011 | 1 |
| Value | Count | Frequency (%) |
| 1.283058447 × 1012 | 1 | |
| 1.237366326 × 1012 | 1 | |
| 1.232604423 × 1012 | 1 | |
| 1.189348943 × 1012 | 1 | |
| 1.1778852 × 1012 | 1 | |
| 1.161743714 × 1012 | 1 | |
| 1.141602673 × 1012 | 1 | |
| 1.128823076 × 1012 | 1 | |
| 1.094332319 × 1012 | 1 | |
| 1.05114165 × 1012 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.546077564 × 1011 |
| Minimum | 1.046861461 × 1011 |
|---|---|
| Maximum | 4.474816508 × 1011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 1.046861461 × 1011 |
|---|---|
| 5-th percentile | 1.242657788 × 1011 |
| Q1 | 1.485119128 × 1011 |
| median | 2.677110966 × 1011 |
| Q3 | 3.467932096 × 1011 |
| 95-th percentile | 4.156610982 × 1011 |
| Maximum | 4.474816508 × 1011 |
| Range | 3.427955046 × 1011 |
| Interquartile range (IQR) | 1.982812968 × 1011 |
Descriptive statistics
| Standard deviation | 1.114274204 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.4376434637 |
| Kurtosis | -1.590258679 |
| Mean | 2.546077564 × 1011 |
| Median Absolute Deviation (MAD) | 1.135799078 × 1011 |
| Skewness | 0.1705327823 |
| Sum | 8.147448204 × 1012 |
| Variance | 1.241607002 × 1022 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.046861461 × 1011 | 1 | 3.1% |
| 1.217807996 × 1011 | 1 | 3.1% |
| 3.782507337 × 1011 | 1 | 3.1% |
| 3.935533054 × 1011 | 1 | 3.1% |
| 3.708729822 × 1011 | 1 | 3.1% |
| 3.152940787 × 1011 | 1 | 3.1% |
| 3.387666187 × 1011 | 1 | 3.1% |
| 3.717452347 × 1011 | 1 | 3.1% |
| 3.911947119 × 1011 | 1 | 3.1% |
| 4.235167341 × 1011 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 1.046861461 × 1011 | 1 | |
| 1.217807996 × 1011 | 1 | |
| 1.262989436 × 1011 | 1 | |
| 1.316922098 × 1011 | 1 | |
| 1.319961612 × 1011 | 1 | |
| 1.440112202 × 1011 | 1 | |
| 1.445342164 × 1011 | 1 | |
| 1.483082781 × 1011 | 1 | |
| 1.48579791 × 1011 | 1 | |
| 1.498191824 × 1011 | 1 |
| Value | Count | Frequency (%) |
| 4.474816508 × 1011 | 1 | |
| 4.235167341 × 1011 | 1 | |
| 4.092337597 × 1011 | 1 | |
| 3.935533054 × 1011 | 1 | |
| 3.911947119 × 1011 | 1 | |
| 3.782507337 × 1011 | 1 | |
| 3.717452347 × 1011 | 1 | |
| 3.708729822 × 1011 | 1 | |
| 3.387666187 × 1011 | 1 | |
| 3.298187076 × 1011 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.755707478 × 1012 |
| Minimum | 3.479425873 × 1011 |
|---|---|
| Maximum | 1.458328455 × 1013 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 3.479425873 × 1011 |
|---|---|
| 5-th percentile | 3.741040383 × 1011 |
| Q1 | 9.257776416 × 1011 |
| median | 2.110036298 × 1012 |
| Q3 | 8.757454055 × 1012 |
| 95-th percentile | 1.401655144 × 1013 |
| Maximum | 1.458328455 × 1013 |
| Range | 1.423534196 × 1013 |
| Interquartile range (IQR) | 7.831676413 × 1012 |
Descriptive statistics
| Standard deviation | 4.871204961 × 1012 |
|---|---|
| Coefficient of variation (CV) | 1.024286078 |
| Kurtosis | -0.786162509 |
| Mean | 4.755707478 × 1012 |
| Median Absolute Deviation (MAD) | 1.704394925 × 1012 |
| Skewness | 0.8598157218 |
| Sum | 1.521826393 × 1014 |
| Variance | 2.372863777 × 1025 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 3.479425873 × 1011 | 1 | 3.1% |
| 3.618227837 × 1011 | 1 | 3.1% |
| 1.423992824 × 1013 | 1 | 3.1% |
| 1.38337886 × 1013 | 1 | 3.1% |
| 1.229427857 × 1013 | 1 | 3.1% |
| 1.117757625 × 1013 | 1 | 3.1% |
| 1.100877107 × 1013 | 1 | 3.1% |
| 1.048898252 × 1013 | 1 | 3.1% |
| 9.492579024 × 1012 | 1 | 3.1% |
| 8.512412398 × 1012 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 3.479425873 × 1011 | 1 | |
| 3.618227837 × 1011 | 1 | |
| 3.841523376 × 1011 | 1 | |
| 4.271304099 × 1011 | 1 | |
| 4.438089372 × 1011 | 1 | |
| 5.6328867 × 1011 | 1 | |
| 7.227734752 × 1011 | 1 | |
| 8.513097175 × 1011 | 1 | |
| 9.50600283 × 1011 | 1 | |
| 1.012399392 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.458328455 × 1013 | 1 | |
| 1.423992824 × 1013 | 1 | |
| 1.38337886 × 1013 | 1 | |
| 1.229427857 × 1013 | 1 | |
| 1.117757625 × 1013 | 1 | |
| 1.100877107 × 1013 | 1 | |
| 1.048898252 × 1013 | 1 | |
| 9.492579024 × 1012 | 1 | |
| 8.512412398 × 1012 | 1 | |
| 7.481123497 × 1012 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.11501314 × 1013 |
| Minimum | 2.018565816 × 1013 |
|---|---|
| Maximum | 8.767011266 × 1013 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 2.018565816 × 1013 |
|---|---|
| 5-th percentile | 2.31970368 × 1013 |
| Q1 | 3.152466415 × 1013 |
| median | 4.590217239 × 1013 |
| Q3 | 7.538966843 × 1013 |
| 95-th percentile | 8.565818624 × 1013 |
| Maximum | 8.767011266 × 1013 |
| Range | 6.74844545 × 1013 |
| Interquartile range (IQR) | 4.386500428 × 1013 |
Descriptive statistics
| Standard deviation | 2.300360824 × 1013 |
|---|---|
| Coefficient of variation (CV) | 0.4497272561 |
| Kurtosis | -1.573043174 |
| Mean | 5.11501314 × 1013 |
| Median Absolute Deviation (MAD) | 1.915476053 × 1013 |
| Skewness | 0.2564267497 |
| Sum | 1.636804205 × 1015 |
| Variance | 5.291659921 × 1026 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.018565816 × 1013 | 1 | 3.1% |
| 2.265298775 × 1013 | 1 | 3.1% |
| 8.767011266 × 1013 | 1 | 3.1% |
| 8.646916568 × 1013 | 1 | 3.1% |
| 8.15637375 × 1013 | 1 | 3.1% |
| 7.649008638 × 1013 | 1 | 3.1% |
| 7.532880546 × 1013 | 1 | 3.1% |
| 7.991305533 × 1013 | 1 | 3.1% |
| 7.754919095 × 1013 | 1 | 3.1% |
| 7.557225735 × 1013 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 2.018565816 × 1013 | 1 | |
| 2.265298775 × 1013 | 1 | |
| 2.364216784 × 1013 | 1 | |
| 2.529376357 × 1013 | 1 | |
| 2.570705435 × 1013 | 1 | |
| 2.778776938 × 1013 | 1 | |
| 3.089317498 × 1013 | 1 | |
| 3.151395883 × 1013 | 1 | |
| 3.15282326 × 1013 | 1 | |
| 3.159403835 × 1013 | 1 |
| Value | Count | Frequency (%) |
| 8.767011266 × 1013 | 1 | |
| 8.646916568 × 1013 | 1 | |
| 8.499465761 × 1013 | 1 | |
| 8.15637375 × 1013 | 1 | |
| 7.991305533 × 1013 | 1 | |
| 7.754919095 × 1013 | 1 | |
| 7.649008638 × 1013 | 1 | |
| 7.557225735 × 1013 | 1 | |
| 7.532880546 × 1013 | 1 | |
| 7.371030799 × 1013 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| year | civil_conflicts | state_intervention | conflict_between_states | total | gni_ger | gni_fra | gni_ita | gni_jpn | gni_can | gni_rus | gni_usa | gni_gbr | gni_bra | gni_ind | gni_mex | gni_zaf | gni_chn | gni_wld | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1970-01-01 00:00:00.000001989 | 33 | 5 | 2 | 40 | 1.414250e+12 | 1.029131e+12 | 9.240834e+11 | 3.078857e+12 | 5.477095e+11 | 5.065886e+11 | 5.598381e+12 | 9.518875e+11 | 3.657118e+11 | 2.926029e+11 | 2.130984e+11 | 1.046861e+11 | 3.479426e+11 | 2.018566e+13 |
| 1 | 1970-01-01 00:00:00.000001990 | 44 | 3 | 2 | 49 | 1.790872e+12 | 1.273598e+12 | 1.166755e+12 | 3.156842e+12 | 5.746272e+11 | 5.157807e+11 | 5.902290e+12 | 1.116245e+12 | 3.803390e+11 | 3.167753e+11 | 2.526277e+11 | 1.217808e+11 | 3.618228e+11 | 2.265299e+13 |
| 2 | 1970-01-01 00:00:00.000001991 | 48 | 2 | 2 | 52 | 1.875828e+12 | 1.272602e+12 | 1.228446e+12 | 3.609952e+12 | 5.922283e+11 | 5.165452e+11 | 6.096750e+12 | 1.169938e+12 | 3.349314e+11 | 2.659954e+11 | 3.045347e+11 | 1.319962e+11 | 3.841523e+11 | 2.364217e+13 |
| 3 | 1970-01-01 00:00:00.000001992 | 44 | 4 | 1 | 49 | 2.137944e+12 | 1.406932e+12 | 1.298792e+12 | 3.942654e+12 | 5.730802e+11 | 4.557897e+11 | 6.435469e+12 | 1.221729e+12 | 3.219970e+11 | 2.837993e+11 | 3.535627e+11 | 1.440112e+11 | 4.271304e+11 | 2.529376e+13 |
| 4 | 1970-01-01 00:00:00.000001993 | 37 | 6 | 0 | 43 | 2.074906e+12 | 1.329199e+12 | 1.049906e+12 | 4.493789e+12 | 5.593721e+11 | 4.306245e+11 | 6.733768e+12 | 1.098417e+12 | 3.593297e+11 | 2.754445e+11 | 4.891134e+11 | 1.445342e+11 | 4.438089e+11 | 2.570705e+13 |
| 5 | 1970-01-01 00:00:00.000001994 | 46 | 2 | 0 | 48 | 2.204519e+12 | 1.398516e+12 | 1.082154e+12 | 5.040360e+12 | 5.591725e+11 | 3.932373e+11 | 7.170251e+12 | 1.199798e+12 | 5.166078e+11 | 3.231087e+11 | 5.151571e+11 | 1.510909e+11 | 5.632887e+11 | 2.778777e+13 |
| 6 | 1970-01-01 00:00:00.000001995 | 37 | 2 | 1 | 40 | 2.582252e+12 | 1.606456e+12 | 1.160407e+12 | 5.592683e+12 | 5.850867e+11 | 3.921656e+11 | 7.574691e+12 | 1.304551e+12 | 7.585862e+11 | 3.562523e+11 | 3.467154e+11 | 1.688605e+11 | 7.227735e+11 | 3.089317e+13 |
| 7 | 1970-01-01 00:00:00.000001996 | 36 | 3 | 2 | 41 | 2.497603e+12 | 1.619352e+12 | 1.299726e+12 | 4.982754e+12 | 6.096560e+11 | 3.862904e+11 | 8.045907e+12 | 1.373977e+12 | 8.390521e+11 | 3.892121e+11 | 3.969918e+11 | 1.601247e+11 | 8.513097e+11 | 3.159404e+13 |
| 8 | 1970-01-01 00:00:00.000001997 | 35 | 4 | 1 | 40 | 2.207766e+12 | 1.470553e+12 | 1.236195e+12 | 4.551411e+12 | 6.346909e+11 | 3.962374e+11 | 8.589268e+12 | 1.536475e+12 | 8.686308e+11 | 4.123140e+11 | 4.876112e+11 | 1.657553e+11 | 9.506003e+11 | 3.152823e+13 |
| 9 | 1970-01-01 00:00:00.000001998 | 32 | 6 | 2 | 40 | 2.226181e+12 | 1.522697e+12 | 1.263071e+12 | 4.148976e+12 | 6.126748e+11 | 2.591658e+11 | 9.135464e+12 | 1.660688e+12 | 8.458709e+11 | 4.177929e+11 | 5.130084e+11 | 1.498192e+11 | 1.012399e+12 | 3.151396e+13 |
Last rows
| year | civil_conflicts | state_intervention | conflict_between_states | total | gni_ger | gni_fra | gni_ita | gni_jpn | gni_can | gni_rus | gni_usa | gni_gbr | gni_bra | gni_ind | gni_mex | gni_zaf | gni_chn | gni_wld | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | 1970-01-01 00:00:00.000002011 | 30 | 7 | 1 | 38 | 3.845325e+12 | 2.941328e+12 | 2.289190e+12 | 6.414397e+12 | 1.759454e+12 | 1.985526e+12 | 1.584998e+13 | 2.684173e+12 | 2.546426e+12 | 1.807019e+12 | 1.161744e+12 | 4.474817e+11 | 7.481123e+12 | 7.371031e+13 |
| 23 | 1970-01-01 00:00:00.000002012 | 23 | 9 | 1 | 33 | 3.611772e+12 | 2.742349e+12 | 2.084407e+12 | 6.445537e+12 | 1.795920e+12 | 2.140635e+12 | 1.667560e+13 | 2.691110e+12 | 2.401352e+12 | 1.806178e+12 | 1.177885e+12 | 4.235167e+11 | 8.512412e+12 | 7.557226e+13 |
| 24 | 1970-01-01 00:00:00.000002013 | 27 | 9 | 0 | 36 | 3.820264e+12 | 2.874860e+12 | 2.138212e+12 | 5.391606e+12 | 1.818471e+12 | 2.212869e+12 | 1.718833e+13 | 2.746457e+12 | 2.435336e+12 | 1.833602e+12 | 1.237366e+12 | 3.911947e+11 | 9.492579e+12 | 7.754919e+13 |
| 25 | 1970-01-01 00:00:00.000002014 | 28 | 13 | 1 | 42 | 3.967012e+12 | 2.917865e+12 | 2.162198e+12 | 5.079021e+12 | 1.776572e+12 | 1.991280e+12 | 1.804309e+13 | 3.023236e+12 | 2.406617e+12 | 2.015015e+12 | 1.283058e+12 | 3.717452e+11 | 1.048898e+13 | 7.991306e+13 |
| 26 | 1970-01-01 00:00:00.000002015 | 31 | 20 | 1 | 52 | 3.434101e+12 | 2.491865e+12 | 1.823941e+12 | 4.619771e+12 | 1.532664e+12 | 1.325732e+12 | 1.866091e+13 | 2.886070e+12 | 1.764277e+12 | 2.079182e+12 | 1.141603e+12 | 3.387666e+11 | 1.100877e+13 | 7.532881e+13 |
| 27 | 1970-01-01 00:00:00.000002016 | 34 | 18 | 2 | 54 | 3.555931e+12 | 2.525277e+12 | 1.882461e+12 | 5.177795e+12 | 1.509328e+12 | 1.241290e+12 | 1.902048e+13 | 2.654616e+12 | 1.754150e+12 | 2.247940e+12 | 1.049583e+12 | 3.152941e+11 | 1.117758e+13 | 7.649009e+13 |
| 28 | 1970-01-01 00:00:00.000002017 | 29 | 21 | 1 | 51 | 3.778789e+12 | 2.653805e+12 | 1.972735e+12 | 5.113252e+12 | 1.628292e+12 | 1.532146e+12 | 1.989307e+13 | 2.664014e+12 | 2.020345e+12 | 2.622800e+12 | 1.128823e+12 | 3.708730e+11 | 1.229428e+13 | 8.156374e+13 |
| 29 | 1970-01-01 00:00:00.000002018 | 31 | 19 | 2 | 52 | 4.105202e+12 | 2.855661e+12 | 2.115037e+12 | 5.230632e+12 | 1.695997e+12 | 1.616938e+12 | 2.094678e+13 | 2.860062e+12 | 1.858110e+12 | 2.673994e+12 | 1.189349e+12 | 3.935533e+11 | 1.383379e+13 | 8.646917e+13 |
| 30 | 1970-01-01 00:00:00.000002019 | 28 | 25 | 2 | 55 | 4.014394e+12 | 2.787417e+12 | 2.028318e+12 | 5.323445e+12 | 1.719639e+12 | 1.639593e+12 | 2.170865e+13 | 2.862007e+12 | 1.816017e+12 | 2.804314e+12 | 1.232604e+12 | 3.782507e+11 | 1.423993e+13 | 8.767011e+13 |
| 31 | 1970-01-01 00:00:00.000002020 | 28 | 25 | 3 | 56 | 3.953466e+12 | 2.671814e+12 | 1.915963e+12 | 5.222887e+12 | 1.627049e+12 | 1.453317e+12 | 2.128664e+13 | 2.723175e+12 | 1.410302e+12 | 2.631758e+12 | 1.051142e+12 | 3.298187e+11 | 1.458328e+13 | 8.499466e+13 |